https://github.com/xxxcoolestFish/VLDB_Distance_experiment
· scanned 2026-06-16 01:03 UTC (2 months, 1 week ago)
74 raw signals (0 security + 74 graph)
Last scanned 2 months, 1 week ago · v1 · 59 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.
All 645 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.
| Label | Layer | Status | Path |
|---|---|---|---|
__init__ |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:21 |
build_geometric_data |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:62 |
encode |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:98 |
forward |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:104 |
subgraph_extraction |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:131 |
_train_step |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:157 |
fit |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:191 |
evaluate |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:320 |
get_available_device |
software | healthy | ablation_study/models/torch_utils.py:24 |
print_device_info |
software | healthy | ablation_study/models/torch_utils.py:35 |
get_optimizer |
software | healthy | ablation_study/models/torch_utils.py:44 |
get_criterion |
software | healthy | ablation_study/models/torch_utils.py:61 |
save_dataset |
software | dead | ablation_study/models/torch_utils.py:83 |
load_dataset |
software | healthy | ablation_study/models/torch_utils.py:99 |
save_model |
software | healthy | ablation_study/models/torch_utils.py:136 |
load_model |
software | dead | ablation_study/models/torch_utils.py:168 |
save_dictionary |
software | healthy | ablation_study/models/torch_utils.py:190 |
load_dictionary |
software | dead | ablation_study/models/torch_utils.py:207 |
__init__ |
software | healthy | ablation_study/models/torch_utils.py:382 |
__len__ |
software | healthy | ablation_study/models/torch_utils.py:398 |
__getitem__ |
software | healthy | ablation_study/models/torch_utils.py:401 |
get_indices |
software | healthy | ablation_study/models/torch_utils.py:368 |
print_green |
software | healthy | ablation_study/models/data_utils.py:37 |
print_warning |
software | healthy | ablation_study/models/data_utils.py:42 |
print_error |
software | healthy | ablation_study/models/data_utils.py:46 |
detect_delimiter |
software | healthy | ablation_study/models/data_utils.py:50 |
detect_delimiter_file |
software | healthy | ablation_study/models/data_utils.py:61 |
seed_everything |
software | healthy | ablation_study/models/data_utils.py:74 |
get_num_workers |
software | healthy | ablation_study/models/data_utils.py:104 |
read_parts_file |
software | healthy | ablation_study/models/data_utils.py:123 |
read_embedding_file |
software | healthy | ablation_study/models/data_utils.py:146 |
ensure_landmark_embeddings |
software | healthy | ablation_study/models/data_utils.py:183 |
ensure_parts_file |
software | healthy | ablation_study/models/data_utils.py:219 |
write_query_file |
software | healthy | ablation_study/models/data_utils.py:256 |
read_query_file |
software | healthy | ablation_study/models/data_utils.py:265 |
download_file |
software | healthy | ablation_study/models/data_utils.py:314 |
read_workload_data |
software | dead | ablation_study/models/data_utils.py:344 |
download_dimacs_data |
software | dead | ablation_study/models/data_utils.py:413 |
read_dimacs_data |
software | dead | ablation_study/models/data_utils.py:438 |
download_figshare_data |
software | dead | ablation_study/models/data_utils.py:492 |
read_figshare_data |
software | dead | ablation_study/models/data_utils.py:512 |
save_graph |
software | dead | ablation_study/models/data_utils.py:573 |
load_graph |
software | healthy | ablation_study/models/data_utils.py:602 |
augment_queries |
software | dead | ablation_study/models/data_utils.py:676 |
augment_nodes |
software | dead | ablation_study/models/data_utils.py:734 |
_fuse_2_degree_node |
software | healthy | ablation_study/models/data_utils.py:762 |
remove_2_degree_nodes |
software | healthy | ablation_study/models/data_utils.py:782 |
remove_1_degree_nodes |
software | healthy | ablation_study/models/data_utils.py:797 |
_is_directed |
software | healthy | ablation_study/models/data_utils.py:813 |
_has_reverse_edges |
software | healthy | ablation_study/models/data_utils.py:823 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
train.py |
software | healthy | train.py |
第一次消融分析.md |
software | healthy | 第一次消融分析.md |
CrossEncoder_L1Tilde_实验记录.md |
software | healthy | CrossEncoder_L1Tilde_实验记录.md |
README.md |
software | healthy | README.md |
实验结果深度分析.md |
software | healthy | 实验结果深度分析.md |
README.md |
software | healthy | ablation_study/README.md |
train.py |
software | healthy | ablation_study/models/train.py |
rgnndist2vec_l1tilde.py |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py |
torch_utils.py |
software | healthy | ablation_study/models/torch_utils.py |
data_utils.py |
software | healthy | ablation_study/models/data_utils.py |
rgnndist2vec.py |
software | healthy | ablation_study/models/rgnndist2vec.py |
dual_gnn.py |
software | healthy | ablation_study/models/dual_gnn.py |
cross_encoder_test.py |
software | healthy | ablation_study/scripts/cross_encoder_test.py |
aneda_mlp.py |
software | healthy | models/aneda_mlp.py |
dist2gnn_model.py |
software | healthy | models/dist2gnn_model.py |
rne.py |
software | healthy | models/rne.py |
__init__.py |
software | healthy | models/__init__.py |
rne_mlp.py |
software | healthy | models/rne_mlp.py |
lpnorm_l1tilde.py |
software | healthy | models/lpnorm_l1tilde.py |
basemodel.py |
software | healthy | models/basemodel.py |
ndist2vec_l1tilde.py |
software | healthy | models/ndist2vec_l1tilde.py |
rgnndist2vec_l1tilde.py |
software | healthy | models/rgnndist2vec_l1tilde.py |
dist2vec.py |
software | healthy | models/dist2vec.py |
sparse_matrix_model.py |
software | healthy | models/sparse_matrix_model.py |
lpnorm.py |
software | healthy | models/lpnorm.py |
distancenn.py |
software | healthy | models/distancenn.py |
catboostmodel.py |
software | healthy | models/catboostmodel.py |
vdist2vec_l1tilde.py |
software | healthy | models/vdist2vec_l1tilde.py |
path2vec.py |
software | healthy | models/path2vec.py |
ndist2vec.py |
software | healthy | models/ndist2vec.py |
embeddingnn.py |
software | healthy | models/embeddingnn.py |
geodnn.py |
software | healthy | models/geodnn.py |
rgnndist2vec.py |
software | healthy | models/rgnndist2vec.py |
catboostnn.py |
software | healthy | models/catboostnn.py |
rne_l1tilde.py |
software | healthy | models/rne_l1tilde.py |
vdist2vec.py |
software | healthy | models/vdist2vec.py |
rgnndist2vec_mlp.py |
software | healthy | models/rgnndist2vec_mlp.py |
dual_gnn.py |
software | healthy | models/dual_gnn.py |
landmark.py |
software | healthy | models/landmark.py |
aneda.py |
software | healthy | models/aneda.py |
train.py |
software | healthy | modified/train.py |
lpnorm_l1tilde.py |
software | healthy | modified/lpnorm_l1tilde.py |
rgnndist2vec_l1tilde.py |
software | healthy | modified/rgnndist2vec_l1tilde.py |
rne_l1tilde.py |
software | healthy | modified/rne_l1tilde.py |
run_l1tilde_ablation.sh |
software | healthy | scripts/run_l1tilde_ablation.sh |
run_full_benchmark.sh |
software | healthy | scripts/run_full_benchmark.sh |
prepare_data.py |
software | healthy | scripts/prepare_data.py |
collect_l1tilde.py |
software | healthy | scripts/collect_l1tilde.py |
cross_encoder_correct.py |
software | healthy | scripts/cross_encoder_correct.py |
generate_parts_file_rne.py |
software | healthy | scripts/generate_parts_file_rne.py |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
RGNNdist2vecL1Tilde |
software | healthy | ablation_study/models/rgnndist2vec_l1tilde.py:20 |
AllPairsDataset |
software | healthy | ablation_study/models/torch_utils.py:222 |
LandmarkPairsDataset |
software | healthy | ablation_study/models/torch_utils.py:254 |
RandomPairsDataset |
software | healthy | ablation_study/models/torch_utils.py:335 |
WorkloadDataset |
software | healthy | ablation_study/models/torch_utils.py:381 |
bcolors |
software | healthy | ablation_study/models/data_utils.py:25 |
RGNNdist2vec |
software | healthy | ablation_study/models/rgnndist2vec.py:20 |
DualGNN |
software | healthy | ablation_study/models/dual_gnn.py:28 |
CrossEncoder |
software | healthy | ablation_study/scripts/cross_encoder_test.py:60 |
ANEDAMLP |
software | healthy | models/aneda_mlp.py:5 |
DirectedDistanceDataset |
software | healthy | models/dist2gnn_model.py:61 |
LandmarkGNN |
software | healthy | models/dist2gnn_model.py:86 |
Dist2GNNModel |
software | healthy | models/dist2gnn_model.py:126 |
RNE |
software | healthy | models/rne.py:16 |
RNEMLP |
software | healthy | models/rne_mlp.py:6 |
LpNormL1Tilde |
software | healthy | models/lpnorm_l1tilde.py:12 |
BaseModel |
software | healthy | models/basemodel.py:10 |
Ndist2vecL1Tilde |
software | healthy | models/ndist2vec_l1tilde.py:5 |
RGNNdist2vecL1Tilde |
software | healthy | models/rgnndist2vec_l1tilde.py:20 |
Dist2Vec |
software | healthy | models/dist2vec.py:78 |
LpNorm |
software | healthy | models/lpnorm.py:12 |
DistanceNN |
software | healthy | models/distancenn.py:22 |
CatBoostModel |
software | healthy | models/catboostmodel.py:26 |
Vdist2vecL1Tilde |
software | healthy | models/vdist2vec_l1tilde.py:17 |
Path2vec |
software | healthy | models/path2vec.py:17 |
Ndist2vec |
software | healthy | models/ndist2vec.py:14 |
EmbeddingNN |
software | healthy | models/embeddingnn.py:19 |
GeoDNN |
software | healthy | models/geodnn.py:14 |
RGNNdist2vec |
software | healthy | models/rgnndist2vec.py:20 |
CatBoostNN |
software | healthy | models/catboostnn.py:14 |
RNEL1Tilde |
software | healthy | models/rne_l1tilde.py:16 |
Vdist2vec |
software | healthy | models/vdist2vec.py:18 |
RGNNdist2vecMLP |
software | healthy | models/rgnndist2vec_mlp.py:26 |
DualGNN |
software | healthy | models/dual_gnn.py:28 |
Landmark |
software | healthy | models/landmark.py:8 |
ANEDA |
software | healthy | models/aneda.py:14 |
LpNormL1Tilde |
software | healthy | modified/lpnorm_l1tilde.py:12 |
RGNNdist2vecL1Tilde |
software | healthy | modified/rgnndist2vec_l1tilde.py:20 |
RNEL1Tilde |
software | healthy | modified/rne_l1tilde.py:16 |
CrossEncoder |
software | healthy | scripts/cross_encoder_correct.py:78 |
CrossEncoder |
software | healthy | scripts/cross_encoder_emb.py:60 |
L1Tilde |
software | healthy | utils/asymmetric_metrics.py:24 |
LInfTilde |
software | healthy | utils/asymmetric_metrics.py:75 |
AllPairsDataset |
software | healthy | utils/torch_utils.py:222 |
LandmarkPairsDataset |
software | healthy | utils/torch_utils.py:254 |
RandomPairsDataset |
software | healthy | utils/torch_utils.py:335 |
WorkloadDataset |
software | healthy | utils/torch_utils.py:381 |
ActiveFinetuneSampler |
software | healthy | utils/active_finetune.py:29 |
DummyDataset |
software | healthy | utils/active_finetune.py:324 |
DummyModel |
software | healthy | utils/active_finetune.py:337 |
Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.
| Label | Layer | Status | Path |
|---|---|---|---|
ablation_study |
software | healthy | ablation_study |
models |
software | healthy | ablation_study/models |
scripts |
software | healthy | ablation_study/scripts |
models |
software | healthy | models |
modified |
software | healthy | modified |
scripts |
software | healthy | scripts |
utils |
software | healthy | utils |
quick_harbin_l1tilde |
software | healthy | quick_harbin_l1tilde |
original |
software | healthy | original |
| Label | Layer | Status | Path |
|---|---|---|---|
repobility-clone-w6mx8orc |
software | healthy | /tmp/repobility-clone-w6mx8orc |
| Label | Layer | Status | Path |
|---|---|---|---|
gpu (detected) |
hardware | healthy | train.py |
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